Title :
Distribution network reconfiguration to reduce losses and enhance reliability using binary gravitational search algorithm
Author :
Esmaeilian, Hamid Reza ; Fadaeinedjad, Roohollah ; Attari, Sayyed Mahmoud
Author_Institution :
Grad. Univ. of Adv. Technol., Kerman, Iran
Abstract :
The main aim of distribution companies is to reduce the cost of customer interruptions and energy losses in order to achieve optimal utilization of network. Network reconfiguration is an effective method to achieve this goal. This paper presents an algorithm for optimal network reconfiguration to reduce loss and improve reliability using Binary Gravitational Search Algorithm (BGSA) based on Graph Theory (GT). The cost function of optimization problem includes the overall annual cost of the network energy losses and Energy Not Supplied (ENS) to customers. The state enumeration method based on the Weibull- Markov stochastic model of the network components is used to assess the system reliability. The proposed method is performed on a real grid in province of Kerman, Iran. Simulation results show both loss reduction and reliability enhancement compared to the situation before reconfiguration.
Keywords :
Markov processes; Weibull distribution; cost reduction; graph theory; losses; optimisation; power distribution economics; power distribution reliability; power grids; power system simulation; power utilisation; search problems; stochastic processes; BGSA; ENS; GT; Iran; Kerman; Weibull-Markov stochastic model; binary gravitational search algorithm; cost function reduction; customer interruption; distribution network reconfiguration; energy not supplied; graph theory; loss reduction; network energy loss; optimal network utilization; optimization problem; reliability enhancement; state enumeration method;
Conference_Titel :
Electricity Distribution (CIRED 2013), 22nd International Conference and Exhibition on
Conference_Location :
Stockholm
Electronic_ISBN :
978-1-84919-732-8
DOI :
10.1049/cp.2013.0703